The Lab | Architecting Knowledge Engines

AI Strategy / Knowledge Engine Architecture

"Dynamic Routing Simulator: RAG vs. Cached Long Context"

Engine Workload

Total Corpus Size 10,000 Tokens

10K (Doc) 1B+ (Data Lake)

Query Complexity

System Traffic (Queries/Min)

Dynamic Routing Pipeline

User Query

Semantic Router

Vector DB
(Chunks)

Context Cache

Gemini
Generation

Trade-off Profile

Standard RAG

Optimized for Factual Retrieval

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